Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9958417 0.9647177
bt 0.9816973 0.9213710
maxnet 0.9633002 0.8497984
gam 0.9681515 0.8024194
glm 0.9411542 0.8235887

Variable Importance

Partial Dependence